Introduction While the need for gender equality has been well recognised within the medical profession, attitudes of patients towards doctors of different genders has not been addressed. We aim to identify whether gender biases exist within the minds of patients we treat and how we can address this. Method A survey was disseminated through social media platforms and work communication groups. Data was collected on gender, ethnicity, frequency of being mistaken for different members of the healthcare team and frequency of being asked to perform non-medical tasks. A free text option was available for respondents to elaborate on the context and how this made them feel. Results 88 doctors (26 male, 62 female) responded. 65% (40) of females have had their roles misidentified at least once a week, compared to 0%(0) of males. 75% (46) of women reported negative emotions associated with being mistaken in their role, 25% (15) were neutral, none were positive. 62% (38) of female doctor’s report being asked to perform non-medical tasks at least once a week compared to 31% (8) of male doctors. Conclusions There is a clear disparity in how patients perceive male and female roles in medicine, with females being less likely to be identified as a doctor and twice as likely to be asked to perform non-medical tasks. As well as being potentially disruptive to their role, responses suggest that this impacts negatively on the confidence of these respondents. Further exploration of this subject, the impacts and remedies will be required in future.